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- Title
Coverage Error in Data Collection Combining Mobile Surveys With Passive Measurement Using Apps: Data From a German National Survey.
- Authors
Keusch, Florian; Bähr, Sebastian; Haas, Georg-Christoph; Kreuter, Frauke; Trappmann, Mark
- Abstract
Researchers are combining self-reports from mobile surveys with passive data collection using sensors and apps on smartphones increasingly more often. While smartphones are commonly used in some groups of individuals, smartphone penetration is significantly lower in other groups. In addition, different operating systems (OSs) limit how mobile data can be collected passively. These limitations cause concern about coverage error in studies targeting the general population. Based on data from the Panel Study Labour Market and Social Security (PASS), an annual probability-based mixed-mode survey on the labor market and poverty in Germany, we find that smartphone ownership and ownership of smartphones with specific OSs are correlated with a number of sociodemographic and substantive variables. The use of weighting techniques based on sociodemographic information available for both owners and nonowners reduces these differences but does not eliminate them.
- Subjects
GERMANY; MOBILE apps; PANEL analysis; LABOR market; MARKET surveys; DATA collection platforms; SOCIAL security; SOCIAL marketing; ACQUISITION of data
- Publication
Sociological Methods & Research, 2023, Vol 52, Issue 2, p841
- ISSN
0049-1241
- Publication type
Article
- DOI
10.1177/0049124120914924